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<!doctype html>
<html lang=en>
<head>
<meta name=generator content="Hugo 0.61.0">
<title>AIHACK 2022</title>
<meta charset=utf-8>
<meta name=viewport content="width=device-width,initial-scale=1,maximum-scale=1">
<meta name=description content="Welcome to the largest student-lead AI hackathon.">
<link rel=canonical href=https://2022.aihack.org />
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href=https://2022.aihack.org/style.min.0b0c927b5d9bf25e5e8a554b51eb12b0e3193d65477bd4202ab4750c0be031a3.css>
<meta name=twitter:card content="summary">
<meta name=twitter:title content="AIHACK 2022">
<meta name=twitter:description content>
<meta property="og:title" content="AIHACK 2022">
<meta property="og:description" content>
<meta property="og:type" content="website">
<meta property="og:url" content="https://2022.aihack.org/">
<script src="//code.jquery.com/jquery-1.11.0.min.js"></script>
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<body>
<nav id=nav-header class="nav nav-transparent">
<div class=nav-content><a href=#><img class=logo src=img/logo.svg></a>
<span class="nav-group optional"><a class=nav-item href=#sec-introduction>Introduction</a>
<a class=nav-item href=#sec-key-dates>Key Dates</a>
<a class=nav-item href=#sec-schedule>Schedule</a>
<a class=nav-item href=#sec-challenges>Challenges</a>
<a class=nav-item href=#sec-prizes>Prizes</a>
<a class=nav-item href=#sec-sponsors>Sponsors</a>
<a class=nav-item href=#sec-faq>FAQ</a>
<a class=nav-item href=#sec-team>Team</a></span>
</div>
</nav>
<div class=hero>
<div class=call-to-action>
<div class=countdown><span class=digit data-label=days></span><span class=digit data-label=hours></span><span
class=digit data-label=minutes></span><span class=date>March 12th 2022</span>
<a href=https://www.eventbrite.co.uk/e/aihack-2022-tickets-274371451397 class=button>Apply for AI Hack</a>
<a href=https://www.facebook.com/icdatasoc class="button subtle">Get Updates on Facebook</a>
<a href=https://imperialdatasoc.co.uk class="button subtle">Visit our Website</a>
</div>
</div>
<img class=logo src=img/hero.svg>
</div>
<div id=sec-introduction class=section>
<h1>What is AI Hack</h1>
<div class=introduction>
<p>The largest student-organised data science hackathon in the UK. Our flagship AI Hack this year will be a
virtual 24h frenzy of hacking and data science.
It aims to bring the most forward-thinking and creative student data scientist to solve some of the world's
most pressing challenges.
Joining us for the hackathon will be a superb experience to
</p>
<ul>
<li>Test your data science skills and to apply them to real projects</li>
<li>Chance to level up your CV for the career goals you aspire towards!</li>
<li>A chance to win part of our £2000 worth of prizes</li>
<li>The experience of obtaining professional mentorship during our event</li>
</ul>
<h3>Form teams, Solve REAL projects and win prizes.</h3>
</div>
</div>
<div id=sec-key-dates class=section>
<h1>Key Dates</h1>
<div class=schedule>
<ul class=day data-day=1st data-date=Batch>
<li data-time="Mon, 20 February">Applications Open</li>
<li data-time="Tue, 8 March">Applications Close</li>
</ul>
</div>
</div>
<div id=sec-schedule class=section>
<h1>Schedule</h1>
<div class=schedule>
<ul class=day data-day=Sat data-date="12 March 2022">
<li data-time=10:00>Opening Address</li>
<li data-time=10:30>Keynote Speech- Dr Rossella Arcucci</li>
<li data-time=11:00>Project Presentation- Dr Sibo Cheng</li>
<li data-time=11:30>Hacking starts</li>
<li data-time=12:00>Freebies on campus!!</li>
<li data-time=13:00>Workshop on ML! Joshua Mills</li>
<li data-time=16:00>Talk: Energy Price Forecase & Optimisation - Yuya Ra (Limejump)</li>
</ul>
<ul class=day data-day=Sun data-date="13 March 2022">
<li data-time=10:00>Talk: What makes a good pitch? - Bryan Liu</li>
<li data-time=11:30>Hacking Stops & Submission Deadline on DevPost</li>
<li data-time=13:30>Presentations from top 3 teams on the two challenges </li>
<li data-time=16:00>Closing Address- Event ends</li>
</ul>
</div>
</div>
<div id=sec-challenges class=section>
<h1>Challenges</h1>
<p>Two challenges. Hint: one will focus on image data while the other will be on tabular data.</p>
</div>
<div id=sec-judges class=section>
<h1>Judges</h1>
<div class=profiles>
<div class="card big-info"><img src=img/people/pope.jpg>
<span class=name>Dr Rebecca Pope (she/her)</span>
<span class=info>Rebecca is the UK's Digital & Data Science Innovation Lead and Strategic Theme Lead in
Personalised Healthcare at <a href="https://www.roche.com">Roche</a>. Rebecca's focus is working with the
NHS, governments, regulators, clinicians and patients on how we can bring the advanced technologies that
we’re used to using in our everyday lives, like artificial intelligence, into healthcare. She is also a
honorary Senior Research Fellow and PhD supervisor in AI at UCL, TEDx speaker and has been voted as one
of 'The Most Influential Women in UK Tech'. Rebecca and is deeply passionate about equality, diversity &
inclusion in STEM & society and, is part of several initiatives & networks that encourage an inclusive
environment where everyone feels empowered.
</span>
</div>
<div class="card big-info"><img src=img/people/nausheen.png>
<span class=name>Dr Nausheen Mehboob Basha (she/her)</span>
<span class=info>
I graduated with a PhD in computational fluid dynamics modelling of compressors. Currently, I work as a
project manager for a program aimed at advancing machine learning and computational fluid dynamics to
create ultra-fast predictive models. I also research on optimisation of chemical reactors through
data-driven techniques. Outside of work, I enjoy jigsaw puzzles, gardening and reading articles on
Medium.
</span>
</div>
<div class="card big-info"><img src=img/people/harrison.png>
<span class=name>Harrison Zhu (He/him)</span>
<span class=info>
Harrison is a 3rd year PhD student at Imperial College London, supervised by Seth Flaxman and Yingzhen
Li. His research is focused on developing statistical machine learning methodology with applications to
climate science and public health. He has also participated in many hackathons before, such as the
Citadel Data Open, where his team was ranked 3rd place globally.
</span>
</div>
<div class="card big-info"><img src=img/people/bryan.png>
<span class=name>Bryan Liu</span>
<span class=info>
Bryan wears two hats – he works part-time as a Senior Machine Learning Scientist at ASOS.com and
part-time towards a PhD at Imperial College London & University of Oxford. In both roles he is interested
in improving the controlled experiment design and causal inference methods for digital experimentation &
measurement, enabling decision-makers to make less biased decisions more quickly.
</span>
</div>
<div class="card big-info"><img src=img/people/suwen.jpg>
<span class=name>Suwen Ge</span>
<span class=info>
Suwen is a software engineer at Twitter's Ads Infra team. Before joining Twitter, he worked at AWS
Database Migration Services for two years, building features to optimize migration speed for NoSQL
databases. At Imperial, he was an active member of Imperial College Data Science Society and held the
position as the president in 2017-2018.
</span>
</div>
<div class="card big-info"><img src=img/people/sibo.jpg>
<span class=name>Dr Sibo Cheng</span>
<span class=info>
Dr. Sibo Cheng is a research associate at Data science institute of Imperial College London. He works mainly on prediction of dynamical systems using the combination of machine learning , reduced-order-modelling and data assimilation techniques. His research interests also include network science and application of data-driven approaches in engineering problems.
</span>
</div>
<div class="card big-info"><img src=img/people/robyn.jpg>
<span class=name>Robyn Lucas</span>
<span class=info>
Head of Data Science and Forecasting at Limejump.
</span>
</div>
<div class="card big-info"><img src=img/people/satya.jpeg>
<span class=name>Robyn Lucas</span>
<span class=info>
Satya works as a Hydrogen Portfolio Analyst at Shell. He focuses on green hydrogen, where his engineering background from Imperial College London meets his interest in commercialisation. He is building advanced analytics tools to measure, track, and optimise hydrogen value chain. He is interested in developing data-driven business by applying technology to improve the quality of life.
</span>
</div>
</div>
</div>
<div id=sec-prizes class=section>
<h1>Prizes</h1>
<ul class=events>
<li class=prize>
<h2>Project 1 Winner</h2>
<h3>Congratulations! </h3>
</li>
<li class=prize>
<h2>Project 1 Runner ups x2</h2>
<h3>Cash voucher of £25 per person, use it to buy anything you desire.</h3>
</li>
<li class=prize>
<h2>Project 2 Winner</h2>
<h3>Congratulations!</h3>
</li>
<li class=prize>
<h2>Project 2 Runner ups x2 </h2>
<h3>Cash voucher of £25 per person, use it to buy anything you desire.</h3>
</li>
</ul>
</div>
<div id=sec-sponsors class=section>
<h1>Sponsors</h1>
<div class=logo-list data-tier="Project Partner and Sponsor- PREMIERE Project"><img style="max-height:100px"
src=img/sponsors/premiere.svg>
</div>
<div class=logo-list data-tier="Imperial College Data Science Institute"><img style="max-height:80px"
src=img/sponsors/imperial.svg></div>
<div class=logo-list data-tier="Society Partners"><img style="max-height:70px" src=img/sponsors/physoc.png></div>
</div>
<div id=sec-faq class=section>
<h1>Frequently Asked Questions</h1>
<button type=button class=collapsible>What is AI Hack?</button>
<div class=collap-content>AI Hack is Imperial College Data Science Society's annual datathon where students get to
showcase their analytics skills and meet like-minded aspiring data scientists.</div>
<button type=button class=collapsible>Where / When is it happening?</button>
<div class=collap-content>AI Hack will be run mostly virtually this year and will take place from 12th of March —
13th of March. Join from anywhere to hack and listen to our talks! </div>
<button type=button class=collapsible>What freebies will there be on campus?</button>
<div class=collap-content>There will be some merch and also some free food for all participants who signed up for
the in-person tickets.</div>
<button type=button class=collapsible>How much data science/ machine learning should I know?</button>
<div class=collap-content>
To be able to produce a good submission, we would recommend some familiarity with some of the following things:
</p>
<ul>
<li>Data and software engineering: pandas, PyTorch, TensorFlow, Tableau,
parallelisation, docker, GCP or AWS, ipython…</li>
<li>Data visualisation: dplyr, ggplot, matplotlib, seaborn, plotly </li>
<li>Machine learning: Nonparametric smoothing, random forests, finite and infinite mixture models, XGboost,
kernel methods, Gaussian processes, neural networks, autoencoders…</li>
<li>Statistical modelling: frequentist and Bayesian linear models, frequentist and Bayesian hypothesis
testing, Monte Carlo methods, bootstrap simulations, PCA…</li>
</ul>
<p>If you're starting out in your data science journey and want to use this to gain some experience, that's
completely fine!. You can focus on data visualisation, applying models such as linear regression,
logistic regression and decision trees and also doing hypothesis testing.</p>
</div>
<button type=button class=collapsible>What language should I use?</button>
<div class=collap-content>We recommend Python, but you could also use R, Julia or any language that can be used
for scientific computing.</div>
<button type=button class=collapsible>How big should the teams be?</button>
<div class=collap-content>Teams consist of 3-4 people</div>
<button type=button class=collapsible>What if I don't have a team?</button>
<div class=collap-content>The Discord channel set up before the Hackathon itself for all individual sign ups to
meet new people and teammates.</div>
<button type=button class=collapsible>Can I still sign up, even if I missed the deadline?</button>
<div class=collap-content>Sadly we won't be able to accommodate people who miss the sign-up date.</div>
</div>
<div id=sec-team class=section>
<h1>Team</h1>
<div class=profiles>
<div class=card><img src=img/people/kenton.jpg>
<span class=name>Kenton Kwok</span>
<span class=info>Chair<br></span>
</div>
<div class=card><img src=img/people/igor.jpg>
<span class=name>Igor Sadalski</span>
<span class=info>Vice Chair<br></span>
</div>
<div class=card><img src=img/people/mateusz.jpg>
<span class=name>Mateusz Lichota</span>
<span class=info>Head of Project<br></span>
</div>
<div class=card><img src=img/people/jason.jpg>
<span class=name>Jason Tang</span>
<span class=info>Infrastructure and Web Development<br></span>
</div>
<div class=card><img src=img/people/gloria.jpg>
<span class=name>Gloria Sun</span>
<span class=info>Head of Events<br></span>
</div>
<div class=card><img src=img/people/emily.jpg>
<span class=name>Emily Ip</span>
<span class=info>Head of Finance<br></span>
</div>
<div class=card><img src=img/people/ethan.jpg>
<span class=name>Ethan Hoe</span>
<span class=info>Head of Operations<br></span>
</div>
<div class=card><img src=img/people/joshua.jpg>
<span class=name>Joshua Mills</span>
<span class=info>Head of Talent Development</span>
</div>
<div class=card><img src=img/people/lorenzo.jpg>
<span class=name>Lorenzo Versini</span>
<span class=info>Head of Talent Development<br></span>
</div>
<div class=card><img src=img/people/maks.jpg>
<span class=name>Maksymilian Wolski</span>
<span class=info>Head of Interdisciplinary Modeling<br></span>
</div>
<div class=card><img src=img/people/anastaiia.jpg>
<span class=name>Anastasiia Lapina</span>
<span class=info>Marketing and Outreach</span>
</div>
<div class=card><img src=img/people/manuel.jpg>
<span class=name>Manuel Louro Coelho</span>
<span class=info>Corporate Relations</span>
</div>
</div>
</div>
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